(2) Image classification

You need to understand how to build image recognition and object detection models with deep neural networks and convolutional neural networks using TensorFlow 2.x. You need to know how to:

• Define Convolut onal neural networks with Conv2D and pooling layers.
• Build and train mod傘to process real-world image datasets.
• Understand how to use convolutions to improve your neural network.
• Use real-world images in different shapes and sizes ..
• Use image augmentation to prevent overfitting.
• Use lmageDataGenerator.
• Understand how lmageDataGenerator labels images based on the directory structure.